Staff-level Platform & Cloud Architect focused on Kubernetes platforms, CI/CD, DevSecOps, and AI-assisted operational diagnostics across Azure and AWS.
- Platform engineering and internal developer platforms (IDPs)
- Kubernetes (AKS/EKS), GitOps (ArgoCD/FluxCD), CI/CD systems, and reliability engineering
- Observability, incident readiness, and cost governance
- AI-assisted diagnostics and AI platform patterns for operational workflows (Azure OpenAI, OpenAI, Ollama, Copilot, and MCP)
Azure • AWS • Kubernetes • ArgoCD/FluxCD • GitHub Actions • Terraform • Ansible • Prometheus/Grafana • Security-by-design
- Standardized CI/CD workflows across teams using GitHub Actions and shared Python libraries.
- Implemented GitOps delivery models using ArgoCD/FluxCD.
- Designed infrastructure automation patterns with Terraform and Ansible.
- Built a production-style GenAI platform prototype for CI/CD failure analysis using RAG, vector search, and structured inference workflows.
- Implemented metadata-aware log ingestion and multi-model inference routing (OpenAI / local LLM fallback), deployed on Kubernetes with Prometheus and Grafana observability.
- Built Kubernetes AI Investigator (
kai), an evidence-first Kubernetes troubleshooting CLI combining deterministic diagnostics, team-defined knowledge packs, offline evidence-bundle replay, and optional evidence-grounded AI hypotheses. Includes automated Linux and Windows CI.
- Led migration and modernization initiatives across Azure and AWS environments.
A one-button endless runner built end-to-end as an AI-assisted side project, featuring custom canvas-based artwork without image assets, game physics, headless-browser smoke tests, and automated GitHub Pages deployment through GitHub Actions.
- ArgoCD / Kubernetes / platform troubleshooting
- Falco / runtime security topics
- Azure SDK operational issues
- Certified Kubernetes Administrator (CKA)
- Certified Kubernetes Application Developer (CKAD)
- Microsoft Certified: Azure Administrator Associate
- Microsoft Certified: Azure Security Engineer Associate
- Microsoft Certified: GitHub Actions (GH-200)